UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for
Constrained Optimization

UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization

30 October 2019

Francis R. Bach

Papers citing "UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization"

14 / 14 papers shown

Title
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML T. Dahan Kfir Y. Levy 67 0 0 17 Jan 2025
How Free is Parameter-Free Stochastic Optimization? Amit Attia Tomer Koren ODL 47 4 0 05 Feb 2024
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees Ali Ramezani-Kebrya Kimon Antonakopoulos Igor Krawczuk Justin Deschenaux V. Cevher 36 2 0 17 Aug 2023
Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods Junchi Yang Xiang Li Ilyas Fatkhullin Niao He 39 15 0 21 May 2023
SLowcal-SGD: Slow Query Points Improve Local-SGD for Stochastic Convex Optimization Kfir Y. Levy Kfir Y. Levy FedML 45 2 0 09 Apr 2023
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods Kimon Antonakopoulos Ali Kavis V. Cevher ODL 29 12 0 03 Nov 2022
TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization Xiang Li Junchi Yang Niao He 26 8 0 31 Oct 2022
Optimistic Optimisation of Composite Objective with Exponentiated Update Weijia Shao F. Sivrikaya S. Albayrak 33 3 0 08 Aug 2022
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization Junchi Yang Xiang Li Niao He ODL 29 22 0 01 Jun 2022
Making SGD Parameter-Free Y. Carmon Oliver Hinder 25 41 0 04 May 2022
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize Ali Kavis Kfir Y. Levy V. Cevher 22 38 0 06 Apr 2022
No-Regret Dynamics in the Fenchel Game: A Unified Framework for Algorithmic Convex Optimization Jun-Kun Wang Jacob D. Abernethy Kfir Y. Levy 24 21 0 22 Nov 2021
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence Alina Ene Huy Le Nguyen 22 13 0 15 Oct 2020
Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities Alina Ene Huy Le Nguyen Adrian Vladu ODL 30 28 0 17 Jul 2020